Variational Regularization for Systems of Inverse Problems Tikhonov Regularization with Multiple Forward Operators
tarafından
 
Huber, Richard. author.

Başlık
Variational Regularization for Systems of Inverse Problems Tikhonov Regularization with Multiple Forward Operators

Yazar
Huber, Richard. author.

ISBN
9783658253905

Yazar
Huber, Richard. author.

Edisyon
1st ed. 2019.

Fiziksel Niteleme
IX, 136 p. 1 illus. online resource.

Seri
BestMasters,

İçindekiler
General Tikhonov Regularization -- Specific Discrepancies -- Regularization Functionals -- Application to STEM Tomography Reconstruction.

Özet
Tikhonov regularization is a cornerstone technique in solving inverse problems with applications in countless scientific fields. Richard Huber discusses a multi-parameter Tikhonov approach for systems of inverse problems in order to take advantage of their specific structure. Such an approach allows to choose the regularization weights of each subproblem individually with respect to the corresponding noise levels and degrees of ill-posedness. Contents General Tikhonov Regularization Specific Discrepancies Regularization Functionals Application to STEM Tomography Reconstruction Target Groups Researchers and students in the field of mathematics Experts in the areas of mathematics, imaging, computer vision and nanotechnology The Author Richard Huber wrote his master’s thesis under the supervision of Prof. Dr. Kristian Bredies at the Institute for Mathematics and Scientific Computing at Graz University, Austria.

Konu Başlığı
Applied mathematics.
 
Engineering mathematics.
 
Mathematical analysis.
 
Analysis (Mathematics).
 
Computer mathematics.
 
Applications of Mathematics. https://scigraph.springernature.com/ontologies/product-market-codes/M13003
 
Analysis. https://scigraph.springernature.com/ontologies/product-market-codes/M12007
 
Computational Mathematics and Numerical Analysis. https://scigraph.springernature.com/ontologies/product-market-codes/M1400X

Ek Kurum Yazar
SpringerLink (Online service)

Elektronik Erişim
https://doi.org/10.1007/978-3-658-25390-5


Materyal TürüBarkodYer NumarasıDurumu/İade Tarihi
Electronic Book428310-1001T57 -57.97Springer E-Book Collection